Evergreen - Mathematics for Machine Learning
Tasks
- Answer student questions
- Collaborate on curriculum alignment
- Create competency maps and learning roadmaps
- Create learning videos content
- Create lessons and assessments
- Create worked examples and derivations
- Define course structure and learning objectives
- Define topic priorities for curriculum
- Design final project for course
- Develop coding exercises and reference guides
- Lead live training sessions
- Monitor emerging tools and methods and recommend updates
- Prepare workshop materials
- Review and incorporate learner feedback
- Review content for technical accuracy
- Support author selection and evaluation
- Translate industry trends into program strategy
Perks/Benefits
Skills/Tech-stack
Autodiff | JAX | Linear Algebra | Machine Learning | Matrix Operations | NumPy | Numerical Methods | Optimization | Probability and statistics | PyTorch | Python | SciPy | Tensor operations
Education
N/A
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